Hafizullah Mahmudi

and with lots of focus on data analysis and presentation

Grade: Distinction Dissertation: Evaluation of Gradient Boosting Algorithms on Balanced Home Credit Default Risk using XGBoost, LightGBM, and CatBoost with AUC of 0. 9847, 0. 983154, and 0. 982343. Stock Analysis: Used SQL advanced functions Fraud Detection: Used LR, RF, Decision Tree, SVM, and XGBoost, ... Telecom Churn: PCA, K-Means, LR without PCA, LR with PCA, ..., hyperparameter tuning. Lead Scoring: Logistic Regression,... Clustering: PCA, Kmeans, ... EDA: Pandas, ...

Grade: 89.5Grade: 89.5 Activities and societies: Discrete mathematics, RDBMS, Calculus I & II, Computer Networks, Data Structure, Data Communication, Basic Management, Mobile Communication, Data Mining, Computer Graphics, Technical Business Writing, OOP, Artificial Intelligence, SQL Server, Software Engineering Principles, Computer Architecture, Visual Programming, Web Development, Network Programming, Digital Image Processing, Specialization (distributed database)

Grade: 3.41Grade: 3.41 Activities and societies: Basic Accounting, Principles of Management, Business Communication, Organizational Behavior, Marketing, Human Resources, Monitoring and Evaluations, and Project Management.